Lue Tao

M.Sc. student, PARNEC Group
College of Computer Science and Technology
Nanjing University of Aeronautics and Astronautics

Supervisor: Prof. Songcan Chen

Email: tlmichael@nuaa.edu.cn


Biography

I’m a third year graduate student of College of Computer Science and Technology in Nanjing University of Aeronautics and Astronautics (NUAA) and a member of PARNEC Group.

Before my M.Sc. career, I received my B.Sc. degree in Computer Science and Technology in June 2019 from NUAA. In the same year, I was admitted to study for a M.Sc. degree in NUAA without entrance examination.

My research interests include: Computer Vision and Machine Learning. Currently, I’m focused on:

  • Adversarial Robustness
  • Data Poisoning
  • Trustworthy Machine Learning

Selected Publications

  1. With False Friends Like These, Who Can Notice Mistakes?
    Lue Tao, Lei Feng, Jinfeng Yi, and Songcan Chen
    In: AAAI Conference on Artificial Intelligence (AAAI), 2022
  2. Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training
    Lue Tao, Lei Feng, Jinfeng Yi, Sheng-Jun Huang, and Songcan Chen
    In: Advances in Neural Information Processing Systems (NeurIPS), 2021
  3. Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries
    Kun-Peng Ning*, Lue Tao*, Songcan Chen, and Sheng-Jun Huang
    In: AAAI Conference on Artificial Intelligence (AAAI), 2021
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